Introduction to Statistics: Using Interactive Mm*stat Elements
暫譯: 統計學入門:使用互動式 Mm*stat 元素

Wolfgang Karl Härdle, Sigbert Klinke, Bernd Rönz

  • 出版商: Springer
  • 出版日期: 2018-03-30
  • 售價: $2,860
  • 貴賓價: 9.5$2,717
  • 語言: 英文
  • 頁數: 516
  • 裝訂: Paperback
  • ISBN: 3319792377
  • ISBN-13: 9783319792378
  • 相關分類: 機率統計學 Probability-and-statistics
  • 海外代購書籍(需單獨結帳)

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商品描述

This book covers all the topics found in introductory descriptive statistics courses, including simple linear regression and time series analysis, the fundamentals of inferential statistics (probability theory, random sampling and estimation theory), and inferential statistics itself (confidence intervals, testing).

Each chapter starts with the necessary theoretical background, which is followed by a variety of examples. The core examples are based on the content of the respective chapter, while the advanced examples, designed to deepen students' knowledge, also draw on information and material from previous chapters.

The enhanced online version helps students grasp the complexity and the practical relevance of statistical analysis through interactive examples and is suitable for undergraduate and graduate students taking their first statistics courses, as well as for undergraduate students in non-mathematical fields, e.g. economics, the social sciences etc.

商品描述(中文翻譯)

這本書涵蓋了入門描述性統計課程中的所有主題,包括簡單線性回歸和時間序列分析、推論統計的基本原理(機率論、隨機抽樣和估計理論),以及推論統計本身(信賴區間、假設檢定)。

每一章都以必要的理論背景開始,接著提供各種範例。核心範例基於該章的內容,而進階範例則旨在加深學生的知識,並且也參考了前幾章的資訊和材料。

增強版的線上版本透過互動範例幫助學生掌握統計分析的複雜性和實際相關性,適合修習第一門統計課程的本科生和研究生,以及非數學領域的本科生,例如經濟學、社會科學等。